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  1. root_mean_squared_error — scikit-learn 1.8.0 do...

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>> y_pred...User Guide . Added in version 1.4. Parameters : y_true array-like...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_error.html
    Mon Mar 23 20:39:23 UTC 2026
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  2. roc_auc_score — scikit-learn 1.8.0 documentation

    classes_[1] and thus estimator.predict_proba(X, y)[:, 1] . The...it is upper bounded by 1. References [ 1 ] Wikipedia entry for...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html
    Mon Mar 23 20:39:20 UTC 2026
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  3. fetch_20newsgroups — scikit-learn 1.8.0 documen...

    1, 1, 1, 0, 1, 1, 0, 0, 0]) Gallery examples...Added in version 1.5. delay float, default=1.0 Number of seconds...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Mon Mar 23 20:39:23 UTC 2026
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  4. MultiTaskLassoCV — scikit-learn 1.8.0 documenta...

    since version 1.7: n_alphas was deprecated in 1.7 and will be...since version 1.7: alphas=None was deprecated in 1.7 and will be...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLassoCV.html
    Mon Mar 23 20:39:23 UTC 2026
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  5. Birch — scikit-learn 1.8.0 documentation

    1 ], [ 0.3 , 1 ], [ - 0.3 , 1 ], [ 0 , - 1 ], [ 0.3...predict ( X ) array([0, 0, 0, 1, 1, 1]) For a comparison of the BIRCH...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html
    Mon Mar 23 20:39:23 UTC 2026
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  6. indexable — scikit-learn 1.8.0 documentation

    [ 1 , 2 , 3 ], np . array ([ 2 , 3...>>> indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Mon Mar 23 20:39:23 UTC 2026
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  7. LogisticRegression — scikit-learn 1.8.0 documen...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...since version 1.8: penalty was deprecated in version 1.8 and will...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
    Mon Mar 23 20:39:21 UTC 2026
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  8. BaseEstimator — scikit-learn 1.8.0 documentation

    array ([ 1 , 0 , 1 ]) >>> estimator . fit ( X ,...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html
    Mon Mar 23 20:39:20 UTC 2026
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  9. LassoCV — scikit-learn 1.8.0 documentation

    since version 1.7: n_alphas was deprecated in 1.7 and will be...since version 1.7: alphas=None was deprecated in 1.7 and will be...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html
    Mon Mar 23 20:39:20 UTC 2026
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  10. ElasticNet — scikit-learn 1.8.0 documentation

    l1_ratio = 1 it is an L1 penalty. For 0 < l1_ratio < 1 , the penalty...intercept_ ) 1.451 >>> print ( regr . predict ([[ 0 , 0 ]])) [1.451]...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html
    Mon Mar 23 20:39:21 UTC 2026
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